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Data Scientist in Python

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4.6+
15 reviews
Learn data science in Python, from data manipulation to machine learning, and gain the skills needed for the Data Scientist in Python certification!
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Track Description

Data Scientist in Python

Become a Certified Data Scientist in Python

Master the essential skills you need to excel as a data scientist and earn the prestigious Data Scientist in Python certification. This comprehensive Track covers the full spectrum of data science using Python, from data manipulation and visualization to advanced machine learning techniques. Through hands-on exercises and real-world projects, you'll gain the practical experience and knowledge to tackle complex data challenges and drive business impact.

Build a Robust Data Science Toolbox

Explore the Python data science ecosystem in-depth as you learn to:
  • Manipulate and analyze data using pandas, NumPy, and SciPy
  • Create compelling visualizations with Matplotlib and Seaborn
  • Develop and evaluate machine learning models using scikit-learn
  • Preprocess and feature engineer data for optimal model performance
  • Work with relational databases using SQL
  • Manage your data science projects with Git version control

Solve Real-World Data Science Problems

Apply your skills to realistic scenarios that mirror the work of professional data scientists. From exploratory data analysis to predictive modeling, you'll learn to extract valuable insights from complex datasets. Discover how to select the right machine learning algorithms, tune hyperparameters, and interpret results to make data-driven decisions. By working with diverse datasets across industries, you'll develop the versatility to thrive in any data science role.

Prepare for the Data Scientist in Python Certification

This Track is designed to fully prepare you for the Data Scientist in Python certification exam. As you progress through the courses, you'll steadily build the knowledge and practical skills needed to pass the certification with confidence. The interactive exercises and projects provide ample opportunity to test your understanding and get hands-on with the tools and techniques covered in the certification.

Advance Your Data Science Career

Earning the Data Scientist in Python certification validates your expertise to employers and opens doors to exciting career opportunities. Companies across industries are seeking skilled data scientists who can leverage the power of Python to solve complex problems and drive innovation. By completing this Track and obtaining the certification, you'll demonstrate your ability to:
  • Perform end-to-end data science projects in Python
  • Select and apply appropriate machine learning algorithms
  • Communicate data insights effectively to technical and non-technical audiences
  • Collaborate with cross-functional teams on data-driven initiatives
Whether you're looking to break into data science, advance your current role, or expand your skill set, this Track provides the comprehensive training and industry-recognized certification to help you achieve your goals.

Prerequisites

Associate Data Scientist

  • Course

    38

    Intermediate Importing Data in Python

    Improve your Python data importing skills and learn to work with web and API data.

  • Course

    42

    Introduction to SQL

    Learn how to create and query relational databases using SQL in just two hours.

  • Course

    43

    Intermediate SQL

    Accompanied at every step with hands-on practice queries, this course teaches you everything you need to know to analyze data using your own SQL code today!

  • Project

    bonus

    Analyzing Students' Mental Health

    Use your data manipulation skills to perform exploratory data analysis on a dataset around student mental health.

  • Course

    45

    Joining Data in SQL

    Level up your SQL knowledge and learn to join tables together, apply relational set theory, and work with subqueries.

  • Course

    47

    Introduction to Git

    Discover the fundamentals of Git for version control in your software and data projects.

  • Course

    48

    Intermediate Git

    Discover branches and remote repos for version control in collaborative software and data projects using Git!

Data Scientist in Python
9 Courses
Track
Complete

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Don’t just take our word for it

*4.6
from 15 reviews
80%
13%
0%
0%
7%
  • Wirawat
    1 day

  • Tomasz
    16 days

  • Dan
    about 1 month

  • lukasz
    about 1 month

  • Nancy
    2 months

  • Li
    22 days

    Where exactly are these reviews published??? The DataCamp team couldn't tell me for some reason...

Wirawat

Tomasz

Dan

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